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diff --git a/_sources/git/11-ci.md.txt b/_sources/git/11-ci.md.txt
@@ -29,7 +29,7 @@ with each job having it's own environment. A minimal example of this file is:
 
 ```yaml
 my_first_job:
-    image: gitlab-registry.cern.ch/ci-tools/ci-worker:cc7
+    image: gitlab-registry.cern.ch/linuxsupport/alma9-base
     script:
         - python -c 'import this'
         - echo "My first CI produced file" > output.txt
@@ -39,7 +39,8 @@ my_first_job:
 This creates a single job named `my_first_job` and the `image:` key defines a
 [docker image](https://www.freecodecamp.org/news/a-beginner-friendly-introduction-to-containers-vms-and-docker-79a9e3e119b/)
 which is used the define the environment that is used to run the job. In this case we use an
-[official CERN CentOS 7 image](https://gitlab.cern.ch/ci-tools/ci-worker/container_registry).
+[official CERN AlmaLinux 9 image](https://gitlab.cern.ch:/linuxsupport/alma9-base/container_registry).
+More images are listed at the [documentation pages](https://linux.web.cern.ch/dockerimages/) for linux at CERN.
 The `script:` key then defines one or more commands which are executed
 sequentially. If any of the command return a non-zero exit code the execution
 stops and the "build" is marked as failed.

diff --git a/advanced-python/10Basics.html b/advanced-python/10Basics.html
@@ -749,16 +749,17 @@ <h2>Jupyter<a class="headerlink" href="#Jupyter" title="Link to this heading">
 </div>
 <div class="output_area docutils container">
 <div class="highlight"><pre>
---2024-03-13 13:12:20--  https://example.com/index.html
+--2024-04-04 16:48:49--  https://example.com/index.html
 Resolving example.com (example.com)... 93.184.216.34, 2606:2800:220:1:248:1893:25c8:1946
-Connecting to example.com (example.com)|93.184.216.34|:443... connected.
+Connecting to example.com (example.com)|93.184.216.34|:443...
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
 <div class="prompt empty docutils container">
 </div>
 <div class="output_area docutils container">
 <div class="highlight"><pre>
+connected.
 HTTP request sent, awaiting response... 200 OK
 Length: 1256 (1.2K) [text/html]
 Saving to: ‘index.html’</div></div>
@@ -767,22 +768,22 @@ <h2>Jupyter<a class="headerlink" href="#Jupyter" title="Link to this heading">
 index.html          100%[===================&amp;gt;]   1.23K  –.-KB/s    in 0s</p>
 <blockquote>
 <div><blockquote>
-<div><p>2024-03-13 13:12:20 (75.6 MB/s) - ‘index.html’ saved [1256/1256]</p>
+<div><p>2024-04-04 16:48:49 (90.6 MB/s) - ‘index.html’ saved [1256/1256]</p>
 <p>&lt;/pre&gt;</p>
 </div></blockquote>
 </div></blockquote>
 <p>index.html            0%[                    ]       0  –.-KB/s
 index.html          100%[===================&gt;]   1.23K  –.-KB/s    in 0s</p>
 <blockquote>
 <div><blockquote>
-<div><p>2024-03-13 13:12:20 (75.6 MB/s) - ‘index.html’ saved [1256/1256]</p>
+<div><p>2024-04-04 16:48:49 (90.6 MB/s) - ‘index.html’ saved [1256/1256]</p>
 <p>end{sphinxVerbatim}</p>
 </div></blockquote>
 </div></blockquote>
 <p>index.html            0%[                    ]       0  –.-KB/s
 index.html          100%[===================&gt;]   1.23K  –.-KB/s    in 0s</p>
 <blockquote>
-<div><p>2024-03-13 13:12:20 (75.6 MB/s) - ‘index.html’ saved [1256/1256]</p>
+<div><p>2024-04-04 16:48:49 (90.6 MB/s) - ‘index.html’ saved [1256/1256]</p>
 </div></blockquote>
 <p>Time how long something takes for one line:</p>
 <div class="nbinput docutils container">
@@ -798,8 +799,8 @@ <h2>Jupyter<a class="headerlink" href="#Jupyter" title="Link to this heading">
 </div>
 <div class="output_area docutils container">
 <div class="highlight"><pre>
-CPU times: user 617 µs, sys: 0 ns, total: 617 µs
-Wall time: 621 µs
+CPU times: user 655 µs, sys: 0 ns, total: 655 µs
+Wall time: 659 µs
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -828,8 +829,8 @@ <h2>Jupyter<a class="headerlink" href="#Jupyter" title="Link to this heading">
 </div>
 <div class="output_area docutils container">
 <div class="highlight"><pre>
-CPU times: user 1.01 ms, sys: 262 µs, total: 1.27 ms
-Wall time: 1.28 ms
+CPU times: user 1.05 ms, sys: 216 µs, total: 1.27 ms
+Wall time: 1.27 ms
 </pre></div></div>
 </div>
 <p>If something takes longer than you expect, you can profile it to find out where it spends it’s time:</p>